Datalore vs Tencent Cloud Cloud Studio

Datalore is a collaborative data science platform for exploring, analyzing, visualizing and sharing data. Its Jupyter-compatible notebooks provide coding assistance for Python, Kotlin, Scala and R, with native SQL cells that can transfer query results into pandas DataFrames. Teams can edit code together in real time and share notebooks with view or edit access. Notebooks can become data stories or static and interactive reports. Datalore AI can help write Python, SQL and R code, describe findings and fix errors. Database connections include Amazon Redshift, Azure SQL Database, MariaDB, MySQL, Oracle, PostgreSQL and Snowflake; AWS S3 and Google Cloud Storage buckets can be mounted as notebook folders. The free plan includes 120 CPU S machine hours and 10 GB of cloud storage. The Cloud plan costs $35 a month, billed monthly. On-Premises deployment runs on 64-bit Linux using Docker Compose or Kubernetes, but not on ARM, macOS or Windows hosts. JetBrains states that Datalore deployments are SOC 2 Type II certified and GDPR compliant.

Tencent Cloud Cloud Studio is a browser-based development and teaching platform for coding, learning, collaboration, and AI-assisted training. Its online IDE is built on VS Code and provides a terminal, Git, and extensions for multiple languages. You can start in a browser without installing a local development environment. CodeBuddy Code and plugins assist coding, while workspaces provide CPU and GPU environments, including GPU capability up to A800. Templates cover AI, language environments, frontend, backend, and static websites. Projects can be imported from CNB, GitHub, Gitee, and GitLab. Workspaces support invited collaborators with editor or viewer permissions. Teachers can create courses, manage members and roles, allocate compute, and review student progress and assignments. APIs create, modify, stop, and query workspaces. Standard free workspaces stop after 10 minutes of inactivity, with two simultaneous workspaces allowed. Monthly allowances include 50,000 general-workspace minutes and 10,000 high-performance minutes; further use is charged by consumption. Plans include a free tier and paid CNY monthly options.